Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-15 0.290917 0.328024 0.369965 0.421277 0.482909 0.555261 0.647687
2024-12-22 0.227571 0.274142 0.331993 0.410694 0.517518 0.661490 0.877740
2024-12-29 0.194550 0.245693 0.313767 0.414247 0.564893 0.793787 1.194285
2025-01-05 0.165688 0.215993 0.286195 0.395994 0.573207 0.868944 1.457244
2025-01-12 0.143867 0.192038 0.261709 0.375685 0.570844 0.923119 1.708659
2025-01-19 0.128140 0.174454 0.243484 0.360863 0.572641 0.983474 2.007078
2025-01-26 0.123182 0.171904 0.247347 0.382230 0.643203 1.202973 2.849048
2025-02-02 0.121996 0.174759 0.259867 0.420660 0.757593 1.573254 4.561069
2025-02-09 0.118010 0.172589 0.263559 0.443412 0.846831 1.936151 6.914202
2025-02-16 0.113168 0.168413 0.263090 0.457785 0.921910 2.310936 10.324306
2025-02-23 0.106964 0.161296 0.256409 0.458087 0.962839 2.609296 14.420849
2025-03-02 0.098148 0.148956 0.238829 0.432307 0.928556 2.621389 16.358173
2025-03-09 0.092317 0.141709 0.230713 0.427621 0.955859 2.916883 23.455142
2025-03-16 0.086628 0.134329 0.221722 0.419908 0.974133 3.206377 34.130994
2025-03-23 0.082832 0.130018 0.218218 0.424405 1.031907 3.755624 62.098110
2025-03-30 0.077083 0.121703 0.205922 0.405747 1.010011 3.873975 83.958901
2025-04-06 0.071651 0.113618 0.193400 0.384805 0.975073 3.895360 106.775346
2025-04-13 0.067233 0.107140 0.183633 0.369503 0.955930 4.009248 150.806533
2025-04-20 0.066565 0.107611 0.188205 0.391587 1.079224 5.293442 857.033430
2025-04-27 0.067228 0.110649 0.198527 0.431342 1.294795 8.023735 NaN
2025-05-04 0.066443 0.110799 0.202603 0.454902 1.461104 11.137408 NaN
2025-05-11 0.065052 0.109633 0.203599 0.469792 1.599401 14.843562 NaN
2025-05-18 0.062813 0.106601 0.200018 0.470105 1.666351 17.935416 NaN